AI Engineer (CCC Auto / Agentic)
Core
Build and ship LLM-powered features and agentic workflows to automate routine parts of insurance claims and guide customers.
Role type
Senior IC AI Engineer (LLM & Agentic Workflows)
Builds
LLM-powered features, agentic workflows, and durable event-driven services for the insurance claims and repair industry.
Domain
Insurance / Claims / Automotive Repair / AI
Deliverable
production ML models
Required skills
Python, TypeScript, LLM evaluation design, agentic coding tool review, NLP pipelines, event-driven architecture, data modeling (relational/document/graph), cloud backend services (Azure/AWS), technical design documentation
Preferred skills
React, CI/CD, agent frameworks (LangGraph, Microsoft Agent Framework), LLM observability, A/B testing for AI, insurance/claims domain knowledge
Technologies
Python, TypeScript, PostgreSQL, MongoDB, Neo4j, Azure, AWS, Temporal, LangGraph, LangSmith, OpenTelemetry
Responsibilities
Ship LLM-powered features and agentic workflows from problem scoping to production traffic; Write evals, guardrails, and feedback loops for trustworthy features; Use and review agentic coding tools for correctness and security; Maintain NLP pipelines blending semantic search, classical NLP, and LLMs; Build and operate durable, event-driven services with checkpointed model outputs; Trace every model call and agent step for auditability; Design privacy and security from the start; Write technical design documents before significant changes; Participate in shared on-call rotation
Seniority
Senior, hands-on IC